beLow – Embedded C/C++ code generation optimized for hardware-aware performance

Summary: beLow analyzes embedded C and C++ code on target hardware to identify performance bottlenecks and generate optimized, hardware-aware code. It combines static and dynamic analysis with AI to reduce execution time and energy consumption in performance-critical systems.

What it does

beLow measures CPU cycles, memory usage, and instruction-level behavior on the actual hardware, then uses AI agents to propose optimizations or generate tailored code. It integrates as a VS Code extension and runs locally to ensure hardware-specific improvements.

Who it's for

Developers working on embedded systems in automotive, aerospace, robotics, and IoT who require optimized, efficient code for constrained hardware environments.

Why it matters

It addresses the challenge of manually tuning embedded code by automating hardware-aware optimization, enabling faster execution and lower energy use without extensive manual effort.